Statistics: Inference for Regression

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Statistics Unit 12: Inference for Regression Help students master inference for linear regression with this complete on-level Statistics unit! This bundle includes editable guided notes, practice assignments, assessments, and engaging activities covering sampling distributions of slope, LINER conditions, standard error of the slope, confidence intervals for regression slope, and significance testing for linear relationships. Included in this resource: 5 complete sets of student guided notes (answer keys & PowerPoints included) 6 homework problem sets + complete test review (answer keys included) 2 assessments – quiz and test (answer keys included) An in-class review summary 4 additional activities and projects Suggested pacing and learning targets All of the resources are 100% editable, to modify to fit your classroom needs. The zip folder includes the Word documents and PowerPoint presentations, which you have permission to edit completely with your license purchase. The PDF version and answer keys are included for your convenience. I teach this course without a textbook, so everything that is provided here, can be used without supplementation. ****************************************************************************** The student-friendly learning targets for this unit are: Students will be able to use technology to find and interpret the standard deviation of residuals as the typical prediction error for a regression model. Students will be able to describe the sampling distribution of the slope and explain its shape, center, and spread. Students will be able to check the LINER conditions to determine whether inference for a regression slope is appropriate. Students will be able to interpret the standard error of the slope and explain what factors affect the precision of a slope estimate. Students will be able to determine the given margin of error for the slope of a regression model. Students will be able to calculate an appropriate confidence interval for the slope of a regression model. Students will be able to interpret a confidence interval for the slope of a regression model. Students will be able to identify the effects of sample size on the width of a confidence interval for the slope of a regression model. Students will be able to identify appropriate null and alternative hypotheses for a slope of a regression model. Students will be able to calculate an appropriate test statistic for the slope of a regression model. Students will be able to interpret the p-value of a significance test for the slope of a regression model. Students will be able to justify a claim about the population based on the results of a significance test for the slope of a regression model. Students will be able to justify a claim based on a confidence interval for the slope of a regression model. The Common Core Math Standards covered in this unit are: S-IC.1: Understand statistics as a process for making inferences about population parameters based on a random sample from that population. S-IC.2: Decide if a specified model is consistent with results from a given data-generating process, e.g., using simulation. S-IC.4: Use data from a sample survey to estimate a population mean or proportion; develop a margin of error through the use of simulation models for random sampling. S-IC.6: Evaluate reports based on data. ****************************************************************************** Goldie's Curriculums: Statistics: The Complete Curriculum Bundle (Units 1 – 12) Statistics: Semester 1 Curriculum Bundle (Units 1 – 6) Statistics: Semester 2 Curriculum Bundle (Units 7 – 12) Goldie's Individual Units: Unit 1 – One-Variable Data Unit 2 – The Normal Distribution Unit 3 – Two-Variable Data Unit 4 – Collecting Data Unit 5 – Probability Unit 6 – Random Variables Unit 7 – Sampling Distributions Unit 8 – Confidence Intervals Unit 9 – Hypothesis Testing Unit 10 – Comparing Two Populations Unit 11 – Chi-Square Distributions Unit 12 - Inference for Regression Goldie's Individual Resources: Statistics Semester 1 Assessment Bundle Statistics Semester 2 Assessment Bundle M&M Statistics Activity Bundle Statistics: Semester 1 Final Exam and Study Guide Statistics: Semester 2 Final Exam and Study Guide ****************************************************************************** If you need extra explanations or additional guidance, I would love to help!! Contact me at goldiesmathemporium[at]gmail.com for any questions or samples. I want to provide the best possible resources to help other teachers out! You will be notified of any future updates and additions to this product and it will be free of charge. Your support is important and I thank you for allowing me to continue doing what I love to do. Note: I am not affiliated with nor endorsed by any textbook or other curriculum provider. I am a classroom teacher who creates curriculum materials to help other teachers. © Goldie’s Math Emporium, LLC This work is bound by copyright laws and editing (beyond your own classroom use), selling, redistributing, or posting all or part of these documents on the Internet is strictly prohibited. Violations are subject to the Digital Millennium Copyright Act. Show more